Files
republic-os/data/jurisdictions/us/states/mt/counties/ravalli/index.md
T
Fabio 1beeaab2db Graph: national county↔district↔legislator authority layer
The first edges in the repo. Every US county now links to the districts it
sits in, weighted by area overlap, and every legislator links to the district
they represent — county → district → representative, traversable.

Data (PostGIS, no Atlas dependency — computed directly from geometry):
- data/county_district_edges.jsonl — 16,328 weighted edges. area_weight =
  ST_Area(ST_Intersection(county, district))/ST_Area(county) over ST_MakeValid
  Census TIGER 2024 geometries, overlaps <0.5% dropped. Uses area-intersection,
  NOT centroid-in-polygon, so urban districts that carve through counties
  (e.g. GA CD-5 / Atlanta across Clayton+DeKalb+Fulton) are captured, not
  silently dropped. Per-county weights sum to ~1.0 per district type.

build.py:
- ~6,896 new district nodes: 435 CD (ACS demographics where available; sparse
  for the 8 states missing from acs_cd) + 4,927 state-house + 1,897 state-senate
  (geometry-only). GEOID/number-keyed, stable.
- county index.md gains a `districts:` block (frontmatter) + a ## Districts
  section (body links, so link-integrity checks them).
- legislators + US House members gain `represents:` pointing at their district
  node; edge stored once on the person, inverse left to the view.
- schemas/jurisdiction: classification enum + chamber/districts fields.

Honest gaps (logged, not hidden): ID + NH have no state-house geometry, so
their house districts get nodes (represents resolves) but no county edges;
CD nodes for acs_cd-missing states are demographically sparse.

Deterministic (byte-identical rebuild); validate.py passes 26,617 records,
link-integrity clean (every district/represents link resolves).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-04 22:28:08 -04:00

2.5 KiB
Raw Blame History

type, title, classification, fips, state, demographics, districts, sources, confidence, tags, timestamp
type title classification fips state demographics districts sources confidence tags timestamp
Jurisdiction Ravalli County, MT county 30081 MT
population population_under_18 population_18_64 population_65_plus median_household_income poverty_rate homeownership_rate unemployment_rate median_home_value gini_index vacancy_rate race_white race_black race_asian race_native hispanic bachelors_plus
46727 8703 25402 12622 71283 8.77 79.37 3.2 476600 0.4374 11.89 42013 181 319 317 1928 13979
to rel area_weight
us/states/mt/districts/01 in-district 0.998
to rel area_weight
us/states/mt/districts/senate/43 in-district 0.7603
to rel area_weight
us/states/mt/districts/senate/44 in-district 0.2391
to rel area_weight
us/states/mt/districts/house/85 in-district 0.7466
to rel area_weight
us/states/mt/districts/house/87 in-district 0.1647
to rel area_weight
us/states/mt/districts/house/88 in-district 0.0744
to rel area_weight
us/states/mt/districts/house/86 in-district 0.0137
field source
demographics Census ACS 2023
field source
districts PostGIS area-intersection over Census TIGER 2024 boundaries
official
jurisdiction
county
mt
2026-07-03

Ravalli County, MT

County jurisdiction.

Demographics (ACS 2023)

Measure Value
Population 46727
Under 18 8703
1864 25402
65+ 12622
Median household income 71283
Poverty rate 8.77
Homeownership rate 79.37
Unemployment rate 3.2
Median home value 476600
Gini index 0.4374
Vacancy rate 11.89
White 42013
Black 181
Asian 319
Native 317
Hispanic/Latino 1928
Bachelor's or higher 13979

Districts

Source

  • demographics: Census ACS 2023
  • districts: PostGIS area-intersection over Census TIGER 2024 boundaries